Group Lasso regularizationΒΆ

Comparison of solvers for problems with a group lasso regularization.

The group lasso regularization enters the optimization through its proximal operator, which is implemented in copt through the function prox of object copt.utils.GroupL1().

../_images/sphx_glr_plot_group_lasso_001.png

Out:

#features 100
beta = 0

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/home/fabian/Dropbox/dev/copt/copt/proximal_gradient.py:146: RuntimeWarning: minimize_proximal_gradient did not reach the desired tolerance level
  RuntimeWarning)

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PGD:  98%|#########7| 4890/5000 [00:01<00:00, 2504.32it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD:  98%|#########7| 4890/5000 [00:01<00:00, 2504.20it/s, iter=5e+03, step_size=0.893, tol=0.00113]
PGD: 100%|##########| 5000/5000 [00:01<00:00, 2560.21it/s, iter=5e+03, step_size=0.893, tol=0.00113]
beta = 0.01

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PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2032.66it/s, iter=1.28e+03, step_size=0.893, tol=2.91e-05]
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PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2031.26it/s, iter=1.29e+03, step_size=0.893, tol=2.89e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2030.90it/s, iter=1.29e+03, step_size=0.893, tol=2.88e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2029.86it/s, iter=1.29e+03, step_size=0.893, tol=2.88e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2029.50it/s, iter=1.29e+03, step_size=0.893, tol=2.87e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2028.47it/s, iter=1.29e+03, step_size=0.893, tol=2.87e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2027.94it/s, iter=1.29e+03, step_size=0.893, tol=2.86e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2026.79it/s, iter=1.29e+03, step_size=0.893, tol=2.86e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2026.42it/s, iter=1.29e+03, step_size=0.893, tol=2.85e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2025.39it/s, iter=1.29e+03, step_size=0.893, tol=2.85e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2025.03it/s, iter=1.29e+03, step_size=0.893, tol=2.83e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2023.98it/s, iter=1.29e+03, step_size=0.893, tol=2.83e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2023.63it/s, iter=1.29e+03, step_size=0.893, tol=2.82e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2022.56it/s, iter=1.29e+03, step_size=0.893, tol=2.82e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2022.20it/s, iter=1.29e+03, step_size=0.893, tol=2.81e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2021.17it/s, iter=1.29e+03, step_size=0.893, tol=2.81e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2020.82it/s, iter=1.29e+03, step_size=0.893, tol=2.8e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2018.80it/s, iter=1.29e+03, step_size=0.893, tol=2.8e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2018.44it/s, iter=1.3e+03, step_size=0.893, tol=2.79e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2017.42it/s, iter=1.3e+03, step_size=0.893, tol=2.79e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2017.06it/s, iter=1.3e+03, step_size=0.893, tol=2.77e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2016.04it/s, iter=1.3e+03, step_size=0.893, tol=2.77e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2015.62it/s, iter=1.3e+03, step_size=0.893, tol=2.76e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2014.55it/s, iter=1.3e+03, step_size=0.893, tol=2.76e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2014.19it/s, iter=1.3e+03, step_size=0.893, tol=2.75e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2012.91it/s, iter=1.3e+03, step_size=0.893, tol=2.75e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2012.56it/s, iter=1.3e+03, step_size=0.893, tol=2.74e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2011.43it/s, iter=1.3e+03, step_size=0.893, tol=2.74e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2011.08it/s, iter=1.3e+03, step_size=0.893, tol=2.73e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2010.05it/s, iter=1.3e+03, step_size=0.893, tol=2.73e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2009.70it/s, iter=1.3e+03, step_size=0.893, tol=2.72e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2008.39it/s, iter=1.3e+03, step_size=0.893, tol=2.72e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2007.84it/s, iter=1.3e+03, step_size=0.893, tol=2.71e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2006.16it/s, iter=1.3e+03, step_size=0.893, tol=2.71e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2005.80it/s, iter=1.3e+03, step_size=0.893, tol=2.69e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2004.78it/s, iter=1.3e+03, step_size=0.893, tol=2.69e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2004.42it/s, iter=1.3e+03, step_size=0.893, tol=2.68e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2003.40it/s, iter=1.3e+03, step_size=0.893, tol=2.68e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2003.05it/s, iter=1.30e+03, step_size=0.893, tol=2.67e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2002.01it/s, iter=1.30e+03, step_size=0.893, tol=2.67e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2001.66it/s, iter=1.31e+03, step_size=0.893, tol=2.66e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2000.65it/s, iter=1.31e+03, step_size=0.893, tol=2.66e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 2000.30it/s, iter=1.31e+03, step_size=0.893, tol=2.65e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1999.03it/s, iter=1.31e+03, step_size=0.893, tol=2.65e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1998.68it/s, iter=1.31e+03, step_size=0.893, tol=2.64e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1997.68it/s, iter=1.31e+03, step_size=0.893, tol=2.64e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1997.33it/s, iter=1.31e+03, step_size=0.893, tol=2.63e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1996.33it/s, iter=1.31e+03, step_size=0.893, tol=2.63e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1995.98it/s, iter=1.31e+03, step_size=0.893, tol=2.62e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1994.98it/s, iter=1.31e+03, step_size=0.893, tol=2.62e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1994.63it/s, iter=1.31e+03, step_size=0.893, tol=2.6e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1993.62it/s, iter=1.31e+03, step_size=0.893, tol=2.6e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1993.27it/s, iter=1.31e+03, step_size=0.893, tol=2.59e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1991.65it/s, iter=1.31e+03, step_size=0.893, tol=2.59e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1990.87it/s, iter=1.31e+03, step_size=0.893, tol=2.58e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1989.61it/s, iter=1.31e+03, step_size=0.893, tol=2.58e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1989.23it/s, iter=1.31e+03, step_size=0.893, tol=2.57e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1988.14it/s, iter=1.31e+03, step_size=0.893, tol=2.57e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1987.76it/s, iter=1.32e+03, step_size=0.893, tol=2.56e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1986.67it/s, iter=1.32e+03, step_size=0.893, tol=2.56e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1986.29it/s, iter=1.32e+03, step_size=0.893, tol=2.55e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1984.89it/s, iter=1.32e+03, step_size=0.893, tol=2.55e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1984.51it/s, iter=1.32e+03, step_size=0.893, tol=2.54e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1983.40it/s, iter=1.32e+03, step_size=0.893, tol=2.54e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1983.02it/s, iter=1.32e+03, step_size=0.893, tol=2.53e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1981.92it/s, iter=1.32e+03, step_size=0.893, tol=2.53e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1981.55it/s, iter=1.32e+03, step_size=0.893, tol=2.52e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1980.45it/s, iter=1.32e+03, step_size=0.893, tol=2.52e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1980.08it/s, iter=1.32e+03, step_size=0.893, tol=2.51e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1979.00it/s, iter=1.32e+03, step_size=0.893, tol=2.51e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1978.62it/s, iter=1.32e+03, step_size=0.893, tol=2.5e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1977.53it/s, iter=1.32e+03, step_size=0.893, tol=2.5e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1977.16it/s, iter=1.32e+03, step_size=0.893, tol=2.49e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1976.08it/s, iter=1.32e+03, step_size=0.893, tol=2.49e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1975.71it/s, iter=1.32e+03, step_size=0.893, tol=2.48e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1974.63it/s, iter=1.32e+03, step_size=0.893, tol=2.48e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1974.22it/s, iter=1.32e+03, step_size=0.893, tol=2.46e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1973.23it/s, iter=1.32e+03, step_size=0.893, tol=2.46e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1972.89it/s, iter=1.32e+03, step_size=0.893, tol=2.45e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1971.66it/s, iter=1.32e+03, step_size=0.893, tol=2.45e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1971.31it/s, iter=1.33e+03, step_size=0.893, tol=2.44e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1970.31it/s, iter=1.33e+03, step_size=0.893, tol=2.44e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1969.96it/s, iter=1.33e+03, step_size=0.893, tol=2.43e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1968.96it/s, iter=1.33e+03, step_size=0.893, tol=2.43e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1968.62it/s, iter=1.33e+03, step_size=0.893, tol=2.42e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1967.62it/s, iter=1.33e+03, step_size=0.893, tol=2.42e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1967.28it/s, iter=1.33e+03, step_size=0.893, tol=2.41e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1966.28it/s, iter=1.33e+03, step_size=0.893, tol=2.41e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1965.92it/s, iter=1.33e+03, step_size=0.893, tol=2.4e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1964.47it/s, iter=1.33e+03, step_size=0.893, tol=2.4e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1963.69it/s, iter=1.33e+03, step_size=0.893, tol=2.39e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1962.65it/s, iter=1.33e+03, step_size=0.893, tol=2.39e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1962.31it/s, iter=1.33e+03, step_size=0.893, tol=2.38e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1961.10it/s, iter=1.33e+03, step_size=0.893, tol=2.38e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1960.76it/s, iter=1.33e+03, step_size=0.893, tol=2.37e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1959.67it/s, iter=1.33e+03, step_size=0.893, tol=2.37e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1959.33it/s, iter=1.33e+03, step_size=0.893, tol=2.36e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1958.02it/s, iter=1.33e+03, step_size=0.893, tol=2.36e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1957.69it/s, iter=1.34e+03, step_size=0.893, tol=2.35e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1956.56it/s, iter=1.34e+03, step_size=0.893, tol=2.35e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1956.23it/s, iter=1.34e+03, step_size=0.893, tol=2.34e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1955.26it/s, iter=1.34e+03, step_size=0.893, tol=2.34e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1954.93it/s, iter=1.34e+03, step_size=0.893, tol=2.33e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1953.96it/s, iter=1.34e+03, step_size=0.893, tol=2.33e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1953.63it/s, iter=1.34e+03, step_size=0.893, tol=2.32e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1952.67it/s, iter=1.34e+03, step_size=0.893, tol=2.32e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1952.34it/s, iter=1.34e+03, step_size=0.893, tol=2.31e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1951.07it/s, iter=1.34e+03, step_size=0.893, tol=2.31e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1950.49it/s, iter=1.34e+03, step_size=0.893, tol=2.3e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1948.98it/s, iter=1.34e+03, step_size=0.893, tol=2.3e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1948.65it/s, iter=1.34e+03, step_size=0.893, tol=2.29e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1947.69it/s, iter=1.34e+03, step_size=0.893, tol=2.29e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1947.36it/s, iter=1.34e+03, step_size=0.893, tol=2.28e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1946.28it/s, iter=1.34e+03, step_size=0.893, tol=2.28e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1945.94it/s, iter=1.34e+03, step_size=0.893, tol=2.27e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1944.83it/s, iter=1.34e+03, step_size=0.893, tol=2.27e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1944.49it/s, iter=1.34e+03, step_size=0.893, tol=2.27e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1943.53it/s, iter=1.34e+03, step_size=0.893, tol=2.27e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1943.20it/s, iter=1.34e+03, step_size=0.893, tol=2.26e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1942.24it/s, iter=1.34e+03, step_size=0.893, tol=2.26e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1941.91it/s, iter=1.35e+03, step_size=0.893, tol=2.25e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1940.96it/s, iter=1.35e+03, step_size=0.893, tol=2.25e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1940.63it/s, iter=1.35e+03, step_size=0.893, tol=2.24e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1939.68it/s, iter=1.35e+03, step_size=0.893, tol=2.24e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1939.35it/s, iter=1.35e+03, step_size=0.893, tol=2.23e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1938.13it/s, iter=1.35e+03, step_size=0.893, tol=2.23e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1937.34it/s, iter=1.35e+03, step_size=0.893, tol=2.22e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1935.96it/s, iter=1.35e+03, step_size=0.893, tol=2.22e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1935.63it/s, iter=1.35e+03, step_size=0.893, tol=2.21e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1934.68it/s, iter=1.35e+03, step_size=0.893, tol=2.21e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1934.35it/s, iter=1.35e+03, step_size=0.893, tol=2.2e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1933.30it/s, iter=1.35e+03, step_size=0.893, tol=2.2e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1932.97it/s, iter=1.35e+03, step_size=0.893, tol=2.19e-05]
PGD:  23%|##2       | 1143/5000 [00:00<00:01, 1931.80it/s, iter=1.35e+03, step_size=0.893, tol=2.19e-05]
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PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2019.13it/s, iter=1.55e+03, step_size=0.893, tol=9.47e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2018.82it/s, iter=1.55e+03, step_size=0.893, tol=9.43e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2017.95it/s, iter=1.55e+03, step_size=0.893, tol=9.43e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2017.64it/s, iter=1.55e+03, step_size=0.893, tol=9.39e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2016.77it/s, iter=1.55e+03, step_size=0.893, tol=9.39e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2016.47it/s, iter=1.55e+03, step_size=0.893, tol=9.35e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2015.59it/s, iter=1.55e+03, step_size=0.893, tol=9.35e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2015.29it/s, iter=1.56e+03, step_size=0.893, tol=9.31e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2014.42it/s, iter=1.56e+03, step_size=0.893, tol=9.31e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2014.12it/s, iter=1.56e+03, step_size=0.893, tol=9.27e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2013.25it/s, iter=1.56e+03, step_size=0.893, tol=9.27e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2012.96it/s, iter=1.56e+03, step_size=0.893, tol=9.23e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2012.09it/s, iter=1.56e+03, step_size=0.893, tol=9.23e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2011.79it/s, iter=1.56e+03, step_size=0.893, tol=9.2e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2010.69it/s, iter=1.56e+03, step_size=0.893, tol=9.2e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2010.39it/s, iter=1.56e+03, step_size=0.893, tol=9.16e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2009.53it/s, iter=1.56e+03, step_size=0.893, tol=9.16e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2009.22it/s, iter=1.56e+03, step_size=0.893, tol=9.12e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2008.16it/s, iter=1.56e+03, step_size=0.893, tol=9.12e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2007.87it/s, iter=1.56e+03, step_size=0.893, tol=9.08e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2007.00it/s, iter=1.56e+03, step_size=0.893, tol=9.08e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2006.71it/s, iter=1.56e+03, step_size=0.893, tol=9.04e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2005.85it/s, iter=1.56e+03, step_size=0.893, tol=9.04e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2005.47it/s, iter=1.56e+03, step_size=0.893, tol=9e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2003.22it/s, iter=1.56e+03, step_size=0.893, tol=9e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2002.77it/s, iter=1.56e+03, step_size=0.893, tol=8.97e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2001.90it/s, iter=1.56e+03, step_size=0.893, tol=8.97e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2001.60it/s, iter=1.56e+03, step_size=0.893, tol=8.93e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2000.66it/s, iter=1.56e+03, step_size=0.893, tol=8.93e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 2000.36it/s, iter=1.57e+03, step_size=0.893, tol=8.89e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1999.22it/s, iter=1.57e+03, step_size=0.893, tol=8.89e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1998.92it/s, iter=1.57e+03, step_size=0.893, tol=8.85e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1998.06it/s, iter=1.57e+03, step_size=0.893, tol=8.85e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1997.72it/s, iter=1.57e+03, step_size=0.893, tol=8.82e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1996.83it/s, iter=1.57e+03, step_size=0.893, tol=8.82e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1996.54it/s, iter=1.57e+03, step_size=0.893, tol=8.78e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1995.69it/s, iter=1.57e+03, step_size=0.893, tol=8.78e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1995.40it/s, iter=1.57e+03, step_size=0.893, tol=8.74e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1994.55it/s, iter=1.57e+03, step_size=0.893, tol=8.74e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1994.26it/s, iter=1.57e+03, step_size=0.893, tol=8.71e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1993.32it/s, iter=1.57e+03, step_size=0.893, tol=8.71e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1993.02it/s, iter=1.57e+03, step_size=0.893, tol=8.67e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1992.18it/s, iter=1.57e+03, step_size=0.893, tol=8.67e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1991.87it/s, iter=1.57e+03, step_size=0.893, tol=8.63e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1991.02it/s, iter=1.57e+03, step_size=0.893, tol=8.63e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1990.73it/s, iter=1.57e+03, step_size=0.893, tol=8.6e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1989.88it/s, iter=1.57e+03, step_size=0.893, tol=8.6e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1989.58it/s, iter=1.58e+03, step_size=0.893, tol=8.56e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1988.74it/s, iter=1.58e+03, step_size=0.893, tol=8.56e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1988.45it/s, iter=1.58e+03, step_size=0.893, tol=8.53e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1987.43it/s, iter=1.58e+03, step_size=0.893, tol=8.53e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1987.14it/s, iter=1.58e+03, step_size=0.893, tol=8.49e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1986.28it/s, iter=1.58e+03, step_size=0.893, tol=8.49e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1985.99it/s, iter=1.58e+03, step_size=0.893, tol=8.45e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1985.15it/s, iter=1.58e+03, step_size=0.893, tol=8.45e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1984.85it/s, iter=1.58e+03, step_size=0.893, tol=8.42e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1984.01it/s, iter=1.58e+03, step_size=0.893, tol=8.42e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1983.72it/s, iter=1.58e+03, step_size=0.893, tol=8.38e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1982.88it/s, iter=1.58e+03, step_size=0.893, tol=8.38e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1982.58it/s, iter=1.58e+03, step_size=0.893, tol=8.35e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1981.12it/s, iter=1.58e+03, step_size=0.893, tol=8.35e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1980.76it/s, iter=1.58e+03, step_size=0.893, tol=8.31e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1979.74it/s, iter=1.58e+03, step_size=0.893, tol=8.31e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1979.39it/s, iter=1.58e+03, step_size=0.893, tol=8.28e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1978.37it/s, iter=1.58e+03, step_size=0.893, tol=8.28e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1978.02it/s, iter=1.58e+03, step_size=0.893, tol=8.24e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1977.01it/s, iter=1.58e+03, step_size=0.893, tol=8.24e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1976.64it/s, iter=1.58e+03, step_size=0.893, tol=8.21e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1975.61it/s, iter=1.58e+03, step_size=0.893, tol=8.21e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1975.26it/s, iter=1.59e+03, step_size=0.893, tol=8.17e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1974.25it/s, iter=1.59e+03, step_size=0.893, tol=8.17e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1973.91it/s, iter=1.59e+03, step_size=0.893, tol=8.14e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1972.90it/s, iter=1.59e+03, step_size=0.893, tol=8.14e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1972.56it/s, iter=1.59e+03, step_size=0.893, tol=8.11e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1971.55it/s, iter=1.59e+03, step_size=0.893, tol=8.11e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1971.21it/s, iter=1.59e+03, step_size=0.893, tol=8.07e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1970.20it/s, iter=1.59e+03, step_size=0.893, tol=8.07e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1969.85it/s, iter=1.59e+03, step_size=0.893, tol=8.04e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1968.84it/s, iter=1.59e+03, step_size=0.893, tol=8.04e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1968.50it/s, iter=1.59e+03, step_size=0.893, tol=8e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1967.49it/s, iter=1.59e+03, step_size=0.893, tol=8e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1967.13it/s, iter=1.59e+03, step_size=0.893, tol=7.97e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1966.22it/s, iter=1.59e+03, step_size=0.893, tol=7.97e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1965.91it/s, iter=1.59e+03, step_size=0.893, tol=7.94e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1964.89it/s, iter=1.59e+03, step_size=0.893, tol=7.94e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1964.58it/s, iter=1.59e+03, step_size=0.893, tol=7.9e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1963.66it/s, iter=1.59e+03, step_size=0.893, tol=7.9e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1963.35it/s, iter=1.6e+03, step_size=0.893, tol=7.87e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1962.45it/s, iter=1.6e+03, step_size=0.893, tol=7.87e-06]
PGD:  28%|##7       | 1375/5000 [00:00<00:01, 1962.13it/s, iter=1.6e+03, step_size=0.893, tol=7.84e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2278.67it/s, iter=1.6e+03, step_size=0.893, tol=7.84e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2277.63it/s, iter=1.6e+03, step_size=0.893, tol=7.84e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2277.27it/s, iter=1.6e+03, step_size=0.893, tol=7.8e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2276.21it/s, iter=1.6e+03, step_size=0.893, tol=7.8e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2275.63it/s, iter=1.6e+03, step_size=0.893, tol=7.77e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2274.13it/s, iter=1.6e+03, step_size=0.893, tol=7.77e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2273.75it/s, iter=1.6e+03, step_size=0.893, tol=7.74e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2271.85it/s, iter=1.6e+03, step_size=0.893, tol=7.74e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2271.31it/s, iter=1.6e+03, step_size=0.893, tol=7.71e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2270.27it/s, iter=1.6e+03, step_size=0.893, tol=7.71e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2269.82it/s, iter=1.6e+03, step_size=0.893, tol=7.67e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2268.68it/s, iter=1.6e+03, step_size=0.893, tol=7.67e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2268.35it/s, iter=1.6e+03, step_size=0.893, tol=7.64e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2267.38it/s, iter=1.6e+03, step_size=0.893, tol=7.64e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2267.05it/s, iter=1.6e+03, step_size=0.893, tol=7.61e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2266.09it/s, iter=1.6e+03, step_size=0.893, tol=7.61e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2265.76it/s, iter=1.6e+03, step_size=0.893, tol=7.58e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2264.79it/s, iter=1.6e+03, step_size=0.893, tol=7.58e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2264.46it/s, iter=1.60e+03, step_size=0.893, tol=7.55e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2263.49it/s, iter=1.60e+03, step_size=0.893, tol=7.55e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2263.16it/s, iter=1.61e+03, step_size=0.893, tol=7.52e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2262.20it/s, iter=1.61e+03, step_size=0.893, tol=7.52e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2261.87it/s, iter=1.61e+03, step_size=0.893, tol=7.48e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2260.91it/s, iter=1.61e+03, step_size=0.893, tol=7.48e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2260.58it/s, iter=1.61e+03, step_size=0.893, tol=7.45e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2259.61it/s, iter=1.61e+03, step_size=0.893, tol=7.45e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2259.27it/s, iter=1.61e+03, step_size=0.893, tol=7.42e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2258.31it/s, iter=1.61e+03, step_size=0.893, tol=7.42e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2257.98it/s, iter=1.61e+03, step_size=0.893, tol=7.39e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2256.82it/s, iter=1.61e+03, step_size=0.893, tol=7.39e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2256.48it/s, iter=1.61e+03, step_size=0.893, tol=7.36e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2255.52it/s, iter=1.61e+03, step_size=0.893, tol=7.36e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2255.19it/s, iter=1.61e+03, step_size=0.893, tol=7.33e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2254.24it/s, iter=1.61e+03, step_size=0.893, tol=7.33e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2253.91it/s, iter=1.61e+03, step_size=0.893, tol=7.3e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2252.96it/s, iter=1.61e+03, step_size=0.893, tol=7.3e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2252.59it/s, iter=1.61e+03, step_size=0.893, tol=7.27e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2251.65it/s, iter=1.61e+03, step_size=0.893, tol=7.27e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2251.33it/s, iter=1.62e+03, step_size=0.893, tol=7.24e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2250.21it/s, iter=1.62e+03, step_size=0.893, tol=7.24e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2249.58it/s, iter=1.62e+03, step_size=0.893, tol=7.21e-06]
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PGD:  32%|###1      | 1597/5000 [00:00<00:01, 2004.15it/s, iter=1.82e+03, step_size=0.893, tol=3.11e-06]
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PGD:  32%|###1      | 1597/5000 [00:00<00:01, 1998.22it/s, iter=1.82e+03, step_size=0.893, tol=3.04e-06]
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PGD:  32%|###1      | 1597/5000 [00:00<00:01, 1993.90it/s, iter=1.82e+03, step_size=0.893, tol=3e-06]
PGD:  32%|###1      | 1597/5000 [00:00<00:01, 1993.57it/s, iter=1.83e+03, step_size=0.893, tol=2.98e-06]
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PGD:  37%|###6      | 1827/5000 [00:00<00:01, 2269.21it/s, iter=1.83e+03, step_size=0.893, tol=2.89e-06]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2264.31it/s, iter=3.88e+03, step_size=0.893, tol=5.58e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2263.93it/s, iter=3.88e+03, step_size=0.893, tol=5.58e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2261.65it/s, iter=3.89e+03, step_size=0.893, tol=5.46e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2261.05it/s, iter=3.89e+03, step_size=0.893, tol=5.44e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2260.67it/s, iter=3.89e+03, step_size=0.893, tol=5.44e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2260.54it/s, iter=3.89e+03, step_size=0.893, tol=5.42e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2260.17it/s, iter=3.89e+03, step_size=0.893, tol=5.42e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2260.03it/s, iter=3.89e+03, step_size=0.893, tol=5.39e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2259.65it/s, iter=3.89e+03, step_size=0.893, tol=5.39e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2259.52it/s, iter=3.89e+03, step_size=0.893, tol=5.37e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2259.14it/s, iter=3.89e+03, step_size=0.893, tol=5.37e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2259.01it/s, iter=3.89e+03, step_size=0.893, tol=5.35e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2258.63it/s, iter=3.89e+03, step_size=0.893, tol=5.35e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2258.49it/s, iter=3.89e+03, step_size=0.893, tol=5.33e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2258.03it/s, iter=3.89e+03, step_size=0.893, tol=5.33e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2257.90it/s, iter=3.89e+03, step_size=0.893, tol=5.31e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2257.42it/s, iter=3.89e+03, step_size=0.893, tol=5.31e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2257.29it/s, iter=3.89e+03, step_size=0.893, tol=5.28e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2256.91it/s, iter=3.89e+03, step_size=0.893, tol=5.28e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2256.40it/s, iter=3.9e+03, step_size=0.893, tol=5.26e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2256.26it/s, iter=3.9e+03, step_size=0.893, tol=5.24e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2255.89it/s, iter=3.9e+03, step_size=0.893, tol=5.24e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2255.76it/s, iter=3.9e+03, step_size=0.893, tol=5.22e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2255.38it/s, iter=3.9e+03, step_size=0.893, tol=5.22e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2255.25it/s, iter=3.9e+03, step_size=0.893, tol=5.2e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2254.87it/s, iter=3.9e+03, step_size=0.893, tol=5.2e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2254.74it/s, iter=3.9e+03, step_size=0.893, tol=5.17e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2254.35it/s, iter=3.9e+03, step_size=0.893, tol=5.17e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2254.22it/s, iter=3.9e+03, step_size=0.893, tol=5.15e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2253.71it/s, iter=3.9e+03, step_size=0.893, tol=5.13e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2253.29it/s, iter=3.9e+03, step_size=0.893, tol=5.13e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2253.16it/s, iter=3.9e+03, step_size=0.893, tol=5.11e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2252.66it/s, iter=3.9e+03, step_size=0.893, tol=5.09e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2252.20it/s, iter=3.9e+03, step_size=0.893, tol=5.09e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2252.07it/s, iter=3.9e+03, step_size=0.893, tol=5.07e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2251.69it/s, iter=3.9e+03, step_size=0.893, tol=5.07e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2251.56it/s, iter=3.90e+03, step_size=0.893, tol=5.05e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2251.18it/s, iter=3.90e+03, step_size=0.893, tol=5.05e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2251.05it/s, iter=3.91e+03, step_size=0.893, tol=5.03e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2250.67it/s, iter=3.91e+03, step_size=0.893, tol=5.03e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2250.50it/s, iter=3.91e+03, step_size=0.893, tol=5.01e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2250.12it/s, iter=3.91e+03, step_size=0.893, tol=5.01e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2249.99it/s, iter=3.91e+03, step_size=0.893, tol=4.98e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2249.48it/s, iter=3.91e+03, step_size=0.893, tol=4.96e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2249.09it/s, iter=3.91e+03, step_size=0.893, tol=4.96e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2248.96it/s, iter=3.91e+03, step_size=0.893, tol=4.94e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2248.54it/s, iter=3.91e+03, step_size=0.893, tol=4.94e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2248.41it/s, iter=3.91e+03, step_size=0.893, tol=4.92e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2248.03it/s, iter=3.91e+03, step_size=0.893, tol=4.92e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2247.90it/s, iter=3.91e+03, step_size=0.893, tol=4.9e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2247.52it/s, iter=3.91e+03, step_size=0.893, tol=4.9e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2246.42it/s, iter=3.91e+03, step_size=0.893, tol=4.86e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2246.29it/s, iter=3.92e+03, step_size=0.893, tol=4.84e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2245.41it/s, iter=3.92e+03, step_size=0.893, tol=4.82e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2245.28it/s, iter=3.92e+03, step_size=0.893, tol=4.8e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2244.91it/s, iter=3.92e+03, step_size=0.893, tol=4.8e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2244.78it/s, iter=3.92e+03, step_size=0.893, tol=4.78e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2244.40it/s, iter=3.92e+03, step_size=0.893, tol=4.78e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2244.28it/s, iter=3.92e+03, step_size=0.893, tol=4.76e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2243.39it/s, iter=3.92e+03, step_size=0.893, tol=4.74e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2243.26it/s, iter=3.92e+03, step_size=0.893, tol=4.72e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2242.76it/s, iter=3.92e+03, step_size=0.893, tol=4.7e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2242.39it/s, iter=3.92e+03, step_size=0.893, tol=4.7e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2242.26it/s, iter=3.92e+03, step_size=0.893, tol=4.68e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2241.70it/s, iter=3.92e+03, step_size=0.893, tol=4.66e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2241.11it/s, iter=3.92e+03, step_size=0.893, tol=4.66e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2240.21it/s, iter=3.92e+03, step_size=0.893, tol=4.64e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2240.07it/s, iter=3.93e+03, step_size=0.893, tol=4.62e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2239.18it/s, iter=3.93e+03, step_size=0.893, tol=4.6e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2239.04it/s, iter=3.93e+03, step_size=0.893, tol=4.59e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2238.17it/s, iter=3.93e+03, step_size=0.893, tol=4.57e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2237.18it/s, iter=3.93e+03, step_size=0.893, tol=4.53e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2235.96it/s, iter=3.93e+03, step_size=0.893, tol=4.47e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2235.56it/s, iter=3.93e+03, step_size=0.893, tol=4.47e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2235.05it/s, iter=3.94e+03, step_size=0.893, tol=4.45e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2234.91it/s, iter=3.94e+03, step_size=0.893, tol=4.44e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2234.54it/s, iter=3.94e+03, step_size=0.893, tol=4.44e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2234.41it/s, iter=3.94e+03, step_size=0.893, tol=4.42e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2234.04it/s, iter=3.94e+03, step_size=0.893, tol=4.42e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2233.91it/s, iter=3.94e+03, step_size=0.893, tol=4.4e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2233.54it/s, iter=3.94e+03, step_size=0.893, tol=4.4e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2233.41it/s, iter=3.94e+03, step_size=0.893, tol=4.38e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2233.04it/s, iter=3.94e+03, step_size=0.893, tol=4.38e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2232.91it/s, iter=3.94e+03, step_size=0.893, tol=4.36e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2232.54it/s, iter=3.94e+03, step_size=0.893, tol=4.36e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2232.41it/s, iter=3.94e+03, step_size=0.893, tol=4.34e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2232.04it/s, iter=3.94e+03, step_size=0.893, tol=4.34e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2231.91it/s, iter=3.94e+03, step_size=0.893, tol=4.33e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2231.51it/s, iter=3.94e+03, step_size=0.893, tol=4.33e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2231.38it/s, iter=3.94e+03, step_size=0.893, tol=4.31e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2230.99it/s, iter=3.94e+03, step_size=0.893, tol=4.31e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2230.86it/s, iter=3.94e+03, step_size=0.893, tol=4.29e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2230.49it/s, iter=3.94e+03, step_size=0.893, tol=4.29e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2230.36it/s, iter=3.94e+03, step_size=0.893, tol=4.27e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2230.00it/s, iter=3.94e+03, step_size=0.893, tol=4.27e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2229.87it/s, iter=3.95e+03, step_size=0.893, tol=4.25e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2229.50it/s, iter=3.95e+03, step_size=0.893, tol=4.25e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2229.37it/s, iter=3.95e+03, step_size=0.893, tol=4.24e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2229.00it/s, iter=3.95e+03, step_size=0.893, tol=4.24e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2228.50it/s, iter=3.95e+03, step_size=0.893, tol=4.22e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2228.38it/s, iter=3.95e+03, step_size=0.893, tol=4.2e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2228.01it/s, iter=3.95e+03, step_size=0.893, tol=4.2e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2227.51it/s, iter=3.95e+03, step_size=0.893, tol=4.18e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2227.38it/s, iter=3.95e+03, step_size=0.893, tol=4.17e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2227.02it/s, iter=3.95e+03, step_size=0.893, tol=4.17e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2226.89it/s, iter=3.95e+03, step_size=0.893, tol=4.15e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2226.49it/s, iter=3.95e+03, step_size=0.893, tol=4.15e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2226.35it/s, iter=3.95e+03, step_size=0.893, tol=4.13e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2225.98it/s, iter=3.95e+03, step_size=0.893, tol=4.13e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2225.85it/s, iter=3.95e+03, step_size=0.893, tol=4.11e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2225.49it/s, iter=3.95e+03, step_size=0.893, tol=4.11e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2225.36it/s, iter=3.96e+03, step_size=0.893, tol=4.1e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2224.99it/s, iter=3.96e+03, step_size=0.893, tol=4.1e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2224.86it/s, iter=3.96e+03, step_size=0.893, tol=4.08e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2224.49it/s, iter=3.96e+03, step_size=0.893, tol=4.08e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2224.37it/s, iter=3.96e+03, step_size=0.893, tol=4.06e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2224.00it/s, iter=3.96e+03, step_size=0.893, tol=4.06e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2223.51it/s, iter=3.96e+03, step_size=0.893, tol=4.05e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2223.38it/s, iter=3.96e+03, step_size=0.893, tol=4.03e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2223.00it/s, iter=3.96e+03, step_size=0.893, tol=4.03e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2222.88it/s, iter=3.96e+03, step_size=0.893, tol=4.01e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2222.51it/s, iter=3.96e+03, step_size=0.893, tol=4.01e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2222.38it/s, iter=3.96e+03, step_size=0.893, tol=4e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2222.01it/s, iter=3.96e+03, step_size=0.893, tol=4e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2221.89it/s, iter=3.96e+03, step_size=0.893, tol=3.98e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2221.38it/s, iter=3.96e+03, step_size=0.893, tol=3.96e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2221.01it/s, iter=3.96e+03, step_size=0.893, tol=3.96e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2220.47it/s, iter=3.96e+03, step_size=0.893, tol=3.95e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2220.35it/s, iter=3.96e+03, step_size=0.893, tol=3.93e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2219.98it/s, iter=3.96e+03, step_size=0.893, tol=3.93e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2219.85it/s, iter=3.97e+03, step_size=0.893, tol=3.91e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2219.49it/s, iter=3.97e+03, step_size=0.893, tol=3.91e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2219.36it/s, iter=3.97e+03, step_size=0.893, tol=3.9e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2218.99it/s, iter=3.97e+03, step_size=0.893, tol=3.9e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2218.50it/s, iter=3.97e+03, step_size=0.893, tol=3.88e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2218.38it/s, iter=3.97e+03, step_size=0.893, tol=3.87e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2218.01it/s, iter=3.97e+03, step_size=0.893, tol=3.87e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2217.52it/s, iter=3.97e+03, step_size=0.893, tol=3.85e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2217.40it/s, iter=3.97e+03, step_size=0.893, tol=3.83e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2217.03it/s, iter=3.97e+03, step_size=0.893, tol=3.83e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2216.54it/s, iter=3.97e+03, step_size=0.893, tol=3.82e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2216.04it/s, iter=3.97e+03, step_size=0.893, tol=3.8e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2215.02it/s, iter=3.98e+03, step_size=0.893, tol=3.77e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2214.52it/s, iter=3.98e+03, step_size=0.893, tol=3.75e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2213.05it/s, iter=3.98e+03, step_size=0.893, tol=3.71e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2212.07it/s, iter=3.98e+03, step_size=0.893, tol=3.68e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2210.10it/s, iter=3.98e+03, step_size=0.893, tol=3.62e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2209.98it/s, iter=3.99e+03, step_size=0.893, tol=3.6e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2209.61it/s, iter=3.99e+03, step_size=0.893, tol=3.6e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2209.49it/s, iter=3.99e+03, step_size=0.893, tol=3.59e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2209.12it/s, iter=3.99e+03, step_size=0.893, tol=3.59e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2208.99it/s, iter=3.99e+03, step_size=0.893, tol=3.57e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2208.63it/s, iter=3.99e+03, step_size=0.893, tol=3.57e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2208.50it/s, iter=3.99e+03, step_size=0.893, tol=3.56e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2208.14it/s, iter=3.99e+03, step_size=0.893, tol=3.56e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2208.01it/s, iter=3.99e+03, step_size=0.893, tol=3.54e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2207.65it/s, iter=3.99e+03, step_size=0.893, tol=3.54e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2207.52it/s, iter=3.99e+03, step_size=0.893, tol=3.53e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2207.16it/s, iter=3.99e+03, step_size=0.893, tol=3.53e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2207.03it/s, iter=3.99e+03, step_size=0.893, tol=3.51e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2206.67it/s, iter=3.99e+03, step_size=0.893, tol=3.51e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2206.54it/s, iter=3.99e+03, step_size=0.893, tol=3.5e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2206.18it/s, iter=3.99e+03, step_size=0.893, tol=3.5e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2206.03it/s, iter=3.99e+03, step_size=0.893, tol=3.48e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2205.65it/s, iter=3.99e+03, step_size=0.893, tol=3.48e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2205.52it/s, iter=4e+03, step_size=0.893, tol=3.47e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2205.16it/s, iter=4e+03, step_size=0.893, tol=3.47e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2205.03it/s, iter=4e+03, step_size=0.893, tol=3.45e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2204.67it/s, iter=4e+03, step_size=0.893, tol=3.45e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2204.55it/s, iter=4e+03, step_size=0.893, tol=3.44e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2204.19it/s, iter=4e+03, step_size=0.893, tol=3.44e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2204.06it/s, iter=4e+03, step_size=0.893, tol=3.43e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2203.70it/s, iter=4e+03, step_size=0.893, tol=3.43e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2203.58it/s, iter=4e+03, step_size=0.893, tol=3.41e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2203.22it/s, iter=4e+03, step_size=0.893, tol=3.41e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2203.10it/s, iter=4e+03, step_size=0.893, tol=3.4e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2202.74it/s, iter=4e+03, step_size=0.893, tol=3.4e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2202.61it/s, iter=4e+03, step_size=0.893, tol=3.38e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2202.25it/s, iter=4e+03, step_size=0.893, tol=3.38e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2202.13it/s, iter=4e+03, step_size=0.893, tol=3.37e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2201.76it/s, iter=4e+03, step_size=0.893, tol=3.37e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2201.64it/s, iter=4e+03, step_size=0.893, tol=3.35e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2201.27it/s, iter=4e+03, step_size=0.893, tol=3.35e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2201.15it/s, iter=4e+03, step_size=0.893, tol=3.34e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2200.78it/s, iter=4e+03, step_size=0.893, tol=3.34e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2200.66it/s, iter=4.00e+03, step_size=0.893, tol=3.33e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2200.30it/s, iter=4.00e+03, step_size=0.893, tol=3.33e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2200.17it/s, iter=4.01e+03, step_size=0.893, tol=3.31e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2199.81it/s, iter=4.01e+03, step_size=0.893, tol=3.31e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2199.69it/s, iter=4.01e+03, step_size=0.893, tol=3.3e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2199.33it/s, iter=4.01e+03, step_size=0.893, tol=3.3e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2199.21it/s, iter=4.01e+03, step_size=0.893, tol=3.29e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2198.84it/s, iter=4.01e+03, step_size=0.893, tol=3.29e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2198.72it/s, iter=4.01e+03, step_size=0.893, tol=3.27e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2198.31it/s, iter=4.01e+03, step_size=0.893, tol=3.27e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2198.19it/s, iter=4.01e+03, step_size=0.893, tol=3.26e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2197.83it/s, iter=4.01e+03, step_size=0.893, tol=3.26e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2197.70it/s, iter=4.01e+03, step_size=0.893, tol=3.24e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2197.35it/s, iter=4.01e+03, step_size=0.893, tol=3.24e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2197.22it/s, iter=4.01e+03, step_size=0.893, tol=3.23e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2196.86it/s, iter=4.01e+03, step_size=0.893, tol=3.23e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2196.73it/s, iter=4.01e+03, step_size=0.893, tol=3.22e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2196.37it/s, iter=4.01e+03, step_size=0.893, tol=3.22e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2196.24it/s, iter=4.01e+03, step_size=0.893, tol=3.2e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2195.88it/s, iter=4.01e+03, step_size=0.893, tol=3.2e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2195.76it/s, iter=4.02e+03, step_size=0.893, tol=3.19e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2195.40it/s, iter=4.02e+03, step_size=0.893, tol=3.19e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2195.28it/s, iter=4.02e+03, step_size=0.893, tol=3.18e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2194.92it/s, iter=4.02e+03, step_size=0.893, tol=3.18e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2194.80it/s, iter=4.02e+03, step_size=0.893, tol=3.16e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2194.39it/s, iter=4.02e+03, step_size=0.893, tol=3.16e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2194.26it/s, iter=4.02e+03, step_size=0.893, tol=3.15e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2193.90it/s, iter=4.02e+03, step_size=0.893, tol=3.15e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2193.78it/s, iter=4.02e+03, step_size=0.893, tol=3.14e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2193.42it/s, iter=4.02e+03, step_size=0.893, tol=3.14e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2193.30it/s, iter=4.02e+03, step_size=0.893, tol=3.13e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2192.94it/s, iter=4.02e+03, step_size=0.893, tol=3.13e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2192.81it/s, iter=4.02e+03, step_size=0.893, tol=3.11e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2192.46it/s, iter=4.02e+03, step_size=0.893, tol=3.11e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2192.33it/s, iter=4.02e+03, step_size=0.893, tol=3.1e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2191.97it/s, iter=4.02e+03, step_size=0.893, tol=3.1e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2191.85it/s, iter=4.02e+03, step_size=0.893, tol=3.09e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2191.46it/s, iter=4.02e+03, step_size=0.893, tol=3.09e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2191.31it/s, iter=4.02e+03, step_size=0.893, tol=3.07e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2190.93it/s, iter=4.02e+03, step_size=0.893, tol=3.07e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2190.81it/s, iter=4.02e+03, step_size=0.893, tol=3.06e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2190.45it/s, iter=4.02e+03, step_size=0.893, tol=3.06e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2190.33it/s, iter=4.03e+03, step_size=0.893, tol=3.05e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2189.98it/s, iter=4.03e+03, step_size=0.893, tol=3.05e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2189.85it/s, iter=4.03e+03, step_size=0.893, tol=3.04e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2189.50it/s, iter=4.03e+03, step_size=0.893, tol=3.04e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2189.38it/s, iter=4.03e+03, step_size=0.893, tol=3.02e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2189.02it/s, iter=4.03e+03, step_size=0.893, tol=3.02e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2188.90it/s, iter=4.03e+03, step_size=0.893, tol=3.01e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2188.54it/s, iter=4.03e+03, step_size=0.893, tol=3.01e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2188.42it/s, iter=4.03e+03, step_size=0.893, tol=3e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2188.06it/s, iter=4.03e+03, step_size=0.893, tol=3e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2187.94it/s, iter=4.03e+03, step_size=0.893, tol=2.99e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2187.59it/s, iter=4.03e+03, step_size=0.893, tol=2.99e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2187.46it/s, iter=4.03e+03, step_size=0.893, tol=2.97e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2187.07it/s, iter=4.03e+03, step_size=0.893, tol=2.97e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2186.95it/s, iter=4.03e+03, step_size=0.893, tol=2.96e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2186.60it/s, iter=4.03e+03, step_size=0.893, tol=2.96e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2186.47it/s, iter=4.03e+03, step_size=0.893, tol=2.95e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2186.11it/s, iter=4.03e+03, step_size=0.893, tol=2.95e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2185.98it/s, iter=4.04e+03, step_size=0.893, tol=2.94e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2185.63it/s, iter=4.04e+03, step_size=0.893, tol=2.94e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2185.51it/s, iter=4.04e+03, step_size=0.893, tol=2.92e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2185.16it/s, iter=4.04e+03, step_size=0.893, tol=2.92e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2185.04it/s, iter=4.04e+03, step_size=0.893, tol=2.91e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2184.68it/s, iter=4.04e+03, step_size=0.893, tol=2.91e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2184.56it/s, iter=4.04e+03, step_size=0.893, tol=2.9e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2184.21it/s, iter=4.04e+03, step_size=0.893, tol=2.9e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2183.73it/s, iter=4.04e+03, step_size=0.893, tol=2.89e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2183.25it/s, iter=4.04e+03, step_size=0.893, tol=2.88e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2183.13it/s, iter=4.04e+03, step_size=0.893, tol=2.86e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2182.31it/s, iter=4.04e+03, step_size=0.893, tol=2.85e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2182.18it/s, iter=4.04e+03, step_size=0.893, tol=2.84e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2181.83it/s, iter=4.04e+03, step_size=0.893, tol=2.84e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2181.71it/s, iter=4.04e+03, step_size=0.893, tol=2.83e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2181.32it/s, iter=4.04e+03, step_size=0.893, tol=2.83e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2181.19it/s, iter=4.04e+03, step_size=0.893, tol=2.82e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2180.84it/s, iter=4.04e+03, step_size=0.893, tol=2.82e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2180.36it/s, iter=4.05e+03, step_size=0.893, tol=2.8e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2180.24it/s, iter=4.05e+03, step_size=0.893, tol=2.79e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2179.88it/s, iter=4.05e+03, step_size=0.893, tol=2.79e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2179.59it/s, iter=4.05e+03, step_size=0.893, tol=2.78e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2179.24it/s, iter=4.05e+03, step_size=0.893, tol=2.78e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2179.11it/s, iter=4.05e+03, step_size=0.893, tol=2.77e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2178.76it/s, iter=4.05e+03, step_size=0.893, tol=2.77e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2178.64it/s, iter=4.05e+03, step_size=0.893, tol=2.76e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2178.29it/s, iter=4.05e+03, step_size=0.893, tol=2.76e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2178.16it/s, iter=4.05e+03, step_size=0.893, tol=2.75e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2177.81it/s, iter=4.05e+03, step_size=0.893, tol=2.75e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2177.69it/s, iter=4.05e+03, step_size=0.893, tol=2.74e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2177.32it/s, iter=4.05e+03, step_size=0.893, tol=2.74e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2177.18it/s, iter=4.05e+03, step_size=0.893, tol=2.72e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2176.71it/s, iter=4.05e+03, step_size=0.893, tol=2.71e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2176.35it/s, iter=4.05e+03, step_size=0.893, tol=2.71e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2176.23it/s, iter=4.06e+03, step_size=0.893, tol=2.7e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2175.87it/s, iter=4.06e+03, step_size=0.893, tol=2.7e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2175.75it/s, iter=4.06e+03, step_size=0.893, tol=2.69e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2175.40it/s, iter=4.06e+03, step_size=0.893, tol=2.69e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2175.28it/s, iter=4.06e+03, step_size=0.893, tol=2.68e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2174.93it/s, iter=4.06e+03, step_size=0.893, tol=2.68e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2174.80it/s, iter=4.06e+03, step_size=0.893, tol=2.67e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2174.45it/s, iter=4.06e+03, step_size=0.893, tol=2.67e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2174.33it/s, iter=4.06e+03, step_size=0.893, tol=2.66e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2173.92it/s, iter=4.06e+03, step_size=0.893, tol=2.66e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2172.96it/s, iter=4.06e+03, step_size=0.893, tol=2.63e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2172.83it/s, iter=4.06e+03, step_size=0.893, tol=2.62e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2172.48it/s, iter=4.06e+03, step_size=0.893, tol=2.62e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2172.36it/s, iter=4.06e+03, step_size=0.893, tol=2.61e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2172.01it/s, iter=4.06e+03, step_size=0.893, tol=2.61e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2171.88it/s, iter=4.06e+03, step_size=0.893, tol=2.6e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2171.52it/s, iter=4.06e+03, step_size=0.893, tol=2.6e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2171.40it/s, iter=4.06e+03, step_size=0.893, tol=2.59e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2171.05it/s, iter=4.06e+03, step_size=0.893, tol=2.59e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2170.93it/s, iter=4.07e+03, step_size=0.893, tol=2.58e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2170.57it/s, iter=4.07e+03, step_size=0.893, tol=2.58e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2170.45it/s, iter=4.07e+03, step_size=0.893, tol=2.57e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2170.10it/s, iter=4.07e+03, step_size=0.893, tol=2.57e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2169.98it/s, iter=4.07e+03, step_size=0.893, tol=2.56e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2169.63it/s, iter=4.07e+03, step_size=0.893, tol=2.56e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2169.51it/s, iter=4.07e+03, step_size=0.893, tol=2.55e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2169.16it/s, iter=4.07e+03, step_size=0.893, tol=2.55e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2169.03it/s, iter=4.07e+03, step_size=0.893, tol=2.54e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2168.69it/s, iter=4.07e+03, step_size=0.893, tol=2.54e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2168.56it/s, iter=4.07e+03, step_size=0.893, tol=2.53e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2168.21it/s, iter=4.07e+03, step_size=0.893, tol=2.53e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2168.09it/s, iter=4.07e+03, step_size=0.893, tol=2.52e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2167.74it/s, iter=4.07e+03, step_size=0.893, tol=2.52e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2167.62it/s, iter=4.07e+03, step_size=0.893, tol=2.51e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2167.27it/s, iter=4.07e+03, step_size=0.893, tol=2.51e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2167.15it/s, iter=4.07e+03, step_size=0.893, tol=2.5e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2166.79it/s, iter=4.07e+03, step_size=0.893, tol=2.5e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2166.67it/s, iter=4.08e+03, step_size=0.893, tol=2.49e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2166.32it/s, iter=4.08e+03, step_size=0.893, tol=2.49e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2166.20it/s, iter=4.08e+03, step_size=0.893, tol=2.47e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2164.79it/s, iter=4.08e+03, step_size=0.893, tol=2.44e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2164.32it/s, iter=4.08e+03, step_size=0.893, tol=2.43e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2163.97it/s, iter=4.08e+03, step_size=0.893, tol=2.43e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2163.85it/s, iter=4.08e+03, step_size=0.893, tol=2.42e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2163.38it/s, iter=4.08e+03, step_size=0.893, tol=2.41e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2163.00it/s, iter=4.08e+03, step_size=0.893, tol=2.41e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2162.53it/s, iter=4.08e+03, step_size=0.893, tol=2.4e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2162.41it/s, iter=4.08e+03, step_size=0.893, tol=2.39e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2162.06it/s, iter=4.08e+03, step_size=0.893, tol=2.39e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2161.93it/s, iter=4.08e+03, step_size=0.893, tol=2.38e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2161.58it/s, iter=4.08e+03, step_size=0.893, tol=2.38e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2161.11it/s, iter=4.09e+03, step_size=0.893, tol=2.37e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2160.99it/s, iter=4.09e+03, step_size=0.893, tol=2.36e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2160.64it/s, iter=4.09e+03, step_size=0.893, tol=2.36e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2160.52it/s, iter=4.09e+03, step_size=0.893, tol=2.35e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2160.17it/s, iter=4.09e+03, step_size=0.893, tol=2.35e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2160.04it/s, iter=4.09e+03, step_size=0.893, tol=2.34e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2159.69it/s, iter=4.09e+03, step_size=0.893, tol=2.34e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2159.57it/s, iter=4.09e+03, step_size=0.893, tol=2.33e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2159.22it/s, iter=4.09e+03, step_size=0.893, tol=2.33e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2159.10it/s, iter=4.09e+03, step_size=0.893, tol=2.33e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2158.76it/s, iter=4.09e+03, step_size=0.893, tol=2.33e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2158.64it/s, iter=4.09e+03, step_size=0.893, tol=2.32e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2158.29it/s, iter=4.09e+03, step_size=0.893, tol=2.32e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2158.17it/s, iter=4.09e+03, step_size=0.893, tol=2.31e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2157.82it/s, iter=4.09e+03, step_size=0.893, tol=2.31e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2157.70it/s, iter=4.09e+03, step_size=0.893, tol=2.3e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2157.36it/s, iter=4.09e+03, step_size=0.893, tol=2.3e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2156.76it/s, iter=4.1e+03, step_size=0.893, tol=2.28e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2156.30it/s, iter=4.1e+03, step_size=0.893, tol=2.27e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2155.83it/s, iter=4.1e+03, step_size=0.893, tol=2.26e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2155.48it/s, iter=4.1e+03, step_size=0.893, tol=2.26e-10]
PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2155.36it/s, iter=4.1e+03, step_size=0.893, tol=2.25e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2154.90it/s, iter=4.1e+03, step_size=0.893, tol=2.24e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2152.62it/s, iter=4.1e+03, step_size=0.893, tol=2.2e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2152.14it/s, iter=4.10e+03, step_size=0.893, tol=2.19e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2150.28it/s, iter=4.11e+03, step_size=0.893, tol=2.16e-10]
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PGD:  78%|#######7  | 3882/5000 [00:01<00:00, 2149.32it/s, iter=4.11e+03, step_size=0.893, tol=2.14e-10]
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PGD:  22%|##1       | 1081/5000 [00:00<00:01, 2018.43it/s, iter=1.16e+03, step_size=0.893, tol=4.98e-05]
PGD:  22%|##1       | 1081/5000 [00:00<00:01, 2017.03it/s, iter=1.16e+03, step_size=0.893, tol=4.98e-05]
PGD:  22%|##1       | 1081/5000 [00:00<00:01, 2016.65it/s, iter=1.16e+03, step_size=0.893, tol=4.96e-05]
PGD:  22%|##1       | 1081/5000 [00:00<00:01, 2015.44it/s, iter=1.16e+03, step_size=0.893, tol=4.96e-05]
PGD:  22%|##1       | 1081/5000 [00:00<00:01, 2015.07it/s, iter=1.16e+03, step_size=0.893, tol=4.94e-05]
PGD:  22%|##1       | 1081/5000 [00:00<00:01, 2013.98it/s, iter=1.16e+03, step_size=0.893, tol=4.94e-05]
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PGD:  22%|##1       | 1081/5000 [00:00<00:01, 1998.67it/s, iter=1.17e+03, step_size=0.893, tol=4.71e-05]
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PGD:  22%|##1       | 1081/5000 [00:00<00:01, 1993.36it/s, iter=1.17e+03, step_size=0.893, tol=4.65e-05]
PGD:  22%|##1       | 1081/5000 [00:00<00:01, 1992.31it/s, iter=1.17e+03, step_size=0.893, tol=4.65e-05]
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PGD:  22%|##1       | 1081/5000 [00:00<00:01, 1990.84it/s, iter=1.18e+03, step_size=0.893, tol=4.63e-05]
PGD:  22%|##1       | 1081/5000 [00:00<00:01, 1990.42it/s, iter=1.18e+03, step_size=0.893, tol=4.61e-05]
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PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2021.87it/s, iter=1.4e+03, step_size=0.893, tol=1.8e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2021.51it/s, iter=1.4e+03, step_size=0.893, tol=1.8e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2020.32it/s, iter=1.4e+03, step_size=0.893, tol=1.8e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2020.00it/s, iter=1.4e+03, step_size=0.893, tol=1.79e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2019.08it/s, iter=1.4e+03, step_size=0.893, tol=1.79e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2018.66it/s, iter=1.4e+03, step_size=0.893, tol=1.78e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2017.66it/s, iter=1.4e+03, step_size=0.893, tol=1.78e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2017.34it/s, iter=1.4e+03, step_size=0.893, tol=1.77e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2016.43it/s, iter=1.4e+03, step_size=0.893, tol=1.77e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2016.11it/s, iter=1.4e+03, step_size=0.893, tol=1.77e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2015.19it/s, iter=1.4e+03, step_size=0.893, tol=1.77e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2014.88it/s, iter=1.4e+03, step_size=0.893, tol=1.76e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2013.96it/s, iter=1.4e+03, step_size=0.893, tol=1.76e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2013.65it/s, iter=1.40e+03, step_size=0.893, tol=1.75e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2012.73it/s, iter=1.40e+03, step_size=0.893, tol=1.75e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2012.42it/s, iter=1.41e+03, step_size=0.893, tol=1.74e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2011.51it/s, iter=1.41e+03, step_size=0.893, tol=1.74e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2011.19it/s, iter=1.41e+03, step_size=0.893, tol=1.74e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2010.28it/s, iter=1.41e+03, step_size=0.893, tol=1.74e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2009.96it/s, iter=1.41e+03, step_size=0.893, tol=1.73e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2009.05it/s, iter=1.41e+03, step_size=0.893, tol=1.73e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2008.59it/s, iter=1.41e+03, step_size=0.893, tol=1.72e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2007.63it/s, iter=1.41e+03, step_size=0.893, tol=1.72e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2007.31it/s, iter=1.41e+03, step_size=0.893, tol=1.71e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2006.40it/s, iter=1.41e+03, step_size=0.893, tol=1.71e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2006.08it/s, iter=1.41e+03, step_size=0.893, tol=1.71e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2005.17it/s, iter=1.41e+03, step_size=0.893, tol=1.71e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2004.86it/s, iter=1.41e+03, step_size=0.893, tol=1.7e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2003.95it/s, iter=1.41e+03, step_size=0.893, tol=1.7e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2003.64it/s, iter=1.41e+03, step_size=0.893, tol=1.69e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2002.73it/s, iter=1.41e+03, step_size=0.893, tol=1.69e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2002.42it/s, iter=1.41e+03, step_size=0.893, tol=1.69e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2001.52it/s, iter=1.41e+03, step_size=0.893, tol=1.69e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2001.21it/s, iter=1.42e+03, step_size=0.893, tol=1.68e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2000.31it/s, iter=1.42e+03, step_size=0.893, tol=1.68e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 2000.00it/s, iter=1.42e+03, step_size=0.893, tol=1.67e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1999.10it/s, iter=1.42e+03, step_size=0.893, tol=1.67e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1998.79it/s, iter=1.42e+03, step_size=0.893, tol=1.66e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1997.90it/s, iter=1.42e+03, step_size=0.893, tol=1.66e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1997.59it/s, iter=1.42e+03, step_size=0.893, tol=1.66e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1996.69it/s, iter=1.42e+03, step_size=0.893, tol=1.66e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1996.27it/s, iter=1.42e+03, step_size=0.893, tol=1.65e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1995.37it/s, iter=1.42e+03, step_size=0.893, tol=1.65e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1995.07it/s, iter=1.42e+03, step_size=0.893, tol=1.64e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1994.18it/s, iter=1.42e+03, step_size=0.893, tol=1.64e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1993.87it/s, iter=1.42e+03, step_size=0.893, tol=1.64e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1992.98it/s, iter=1.42e+03, step_size=0.893, tol=1.64e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1992.67it/s, iter=1.42e+03, step_size=0.893, tol=1.63e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1991.78it/s, iter=1.42e+03, step_size=0.893, tol=1.63e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1991.47it/s, iter=1.42e+03, step_size=0.893, tol=1.62e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1990.58it/s, iter=1.42e+03, step_size=0.893, tol=1.62e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1990.28it/s, iter=1.42e+03, step_size=0.893, tol=1.62e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1989.34it/s, iter=1.42e+03, step_size=0.893, tol=1.62e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1989.02it/s, iter=1.42e+03, step_size=0.893, tol=1.61e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1988.12it/s, iter=1.42e+03, step_size=0.893, tol=1.61e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1987.81it/s, iter=1.43e+03, step_size=0.893, tol=1.6e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1986.92it/s, iter=1.43e+03, step_size=0.893, tol=1.6e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1986.62it/s, iter=1.43e+03, step_size=0.893, tol=1.6e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1985.73it/s, iter=1.43e+03, step_size=0.893, tol=1.6e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1985.43it/s, iter=1.43e+03, step_size=0.893, tol=1.59e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1984.54it/s, iter=1.43e+03, step_size=0.893, tol=1.59e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1984.17it/s, iter=1.43e+03, step_size=0.893, tol=1.58e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1983.24it/s, iter=1.43e+03, step_size=0.893, tol=1.58e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1982.93it/s, iter=1.43e+03, step_size=0.893, tol=1.58e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1982.05it/s, iter=1.43e+03, step_size=0.893, tol=1.58e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1981.75it/s, iter=1.43e+03, step_size=0.893, tol=1.57e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1980.81it/s, iter=1.43e+03, step_size=0.893, tol=1.57e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1980.50it/s, iter=1.43e+03, step_size=0.893, tol=1.56e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1979.62it/s, iter=1.43e+03, step_size=0.893, tol=1.56e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1979.32it/s, iter=1.43e+03, step_size=0.893, tol=1.56e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1978.44it/s, iter=1.43e+03, step_size=0.893, tol=1.56e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1978.13it/s, iter=1.43e+03, step_size=0.893, tol=1.55e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1977.26it/s, iter=1.43e+03, step_size=0.893, tol=1.55e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1976.96it/s, iter=1.44e+03, step_size=0.893, tol=1.54e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1976.07it/s, iter=1.44e+03, step_size=0.893, tol=1.54e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1975.77it/s, iter=1.44e+03, step_size=0.893, tol=1.54e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1974.90it/s, iter=1.44e+03, step_size=0.893, tol=1.54e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1974.60it/s, iter=1.44e+03, step_size=0.893, tol=1.53e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1973.61it/s, iter=1.44e+03, step_size=0.893, tol=1.53e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1973.31it/s, iter=1.44e+03, step_size=0.893, tol=1.52e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1972.44it/s, iter=1.44e+03, step_size=0.893, tol=1.52e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1971.92it/s, iter=1.44e+03, step_size=0.893, tol=1.52e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1970.45it/s, iter=1.44e+03, step_size=0.893, tol=1.52e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1970.14it/s, iter=1.44e+03, step_size=0.893, tol=1.51e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1968.87it/s, iter=1.44e+03, step_size=0.893, tol=1.51e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1968.43it/s, iter=1.44e+03, step_size=0.893, tol=1.5e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1966.78it/s, iter=1.44e+03, step_size=0.893, tol=1.5e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1966.46it/s, iter=1.44e+03, step_size=0.893, tol=1.5e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1965.57it/s, iter=1.44e+03, step_size=0.893, tol=1.5e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1965.26it/s, iter=1.44e+03, step_size=0.893, tol=1.49e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1964.39it/s, iter=1.44e+03, step_size=0.893, tol=1.49e-05]
PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1964.09it/s, iter=1.44e+03, step_size=0.893, tol=1.49e-05]
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PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1962.93it/s, iter=1.44e+03, step_size=0.893, tol=1.48e-05]
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PGD:  26%|##6       | 1301/5000 [00:00<00:01, 1961.76it/s, iter=1.45e+03, step_size=0.893, tol=1.47e-05]
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PGD:  31%|###       | 1543/5000 [00:00<00:01, 1992.40it/s, iter=1.73e+03, step_size=0.893, tol=4.54e-06]
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PGD:  31%|###       | 1543/5000 [00:00<00:01, 1988.40it/s, iter=1.73e+03, step_size=0.893, tol=4.46e-06]
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PGD:  31%|###       | 1543/5000 [00:00<00:01, 1985.69it/s, iter=1.73e+03, step_size=0.893, tol=4.43e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1985.45it/s, iter=1.73e+03, step_size=0.893, tol=4.41e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1984.74it/s, iter=1.73e+03, step_size=0.893, tol=4.41e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1984.49it/s, iter=1.73e+03, step_size=0.893, tol=4.39e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1983.77it/s, iter=1.73e+03, step_size=0.893, tol=4.39e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1983.53it/s, iter=1.74e+03, step_size=0.893, tol=4.37e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1982.82it/s, iter=1.74e+03, step_size=0.893, tol=4.37e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1982.58it/s, iter=1.74e+03, step_size=0.893, tol=4.35e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1981.87it/s, iter=1.74e+03, step_size=0.893, tol=4.35e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1981.63it/s, iter=1.74e+03, step_size=0.893, tol=4.34e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1980.91it/s, iter=1.74e+03, step_size=0.893, tol=4.34e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1980.67it/s, iter=1.74e+03, step_size=0.893, tol=4.32e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1979.96it/s, iter=1.74e+03, step_size=0.893, tol=4.32e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1979.72it/s, iter=1.74e+03, step_size=0.893, tol=4.3e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1978.91it/s, iter=1.74e+03, step_size=0.893, tol=4.3e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1978.66it/s, iter=1.74e+03, step_size=0.893, tol=4.28e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1977.96it/s, iter=1.74e+03, step_size=0.893, tol=4.28e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1977.71it/s, iter=1.74e+03, step_size=0.893, tol=4.26e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1977.01it/s, iter=1.74e+03, step_size=0.893, tol=4.26e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1976.77it/s, iter=1.74e+03, step_size=0.893, tol=4.25e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1976.07it/s, iter=1.74e+03, step_size=0.893, tol=4.25e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1975.83it/s, iter=1.74e+03, step_size=0.893, tol=4.23e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1975.12it/s, iter=1.74e+03, step_size=0.893, tol=4.23e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1974.88it/s, iter=1.74e+03, step_size=0.893, tol=4.21e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1974.13it/s, iter=1.74e+03, step_size=0.893, tol=4.21e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1973.88it/s, iter=1.74e+03, step_size=0.893, tol=4.19e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1973.18it/s, iter=1.74e+03, step_size=0.893, tol=4.19e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1972.93it/s, iter=1.75e+03, step_size=0.893, tol=4.17e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1972.24it/s, iter=1.75e+03, step_size=0.893, tol=4.17e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1972.00it/s, iter=1.75e+03, step_size=0.893, tol=4.16e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1971.30it/s, iter=1.75e+03, step_size=0.893, tol=4.16e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1971.07it/s, iter=1.75e+03, step_size=0.893, tol=4.14e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1970.37it/s, iter=1.75e+03, step_size=0.893, tol=4.14e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1970.13it/s, iter=1.75e+03, step_size=0.893, tol=4.12e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1969.44it/s, iter=1.75e+03, step_size=0.893, tol=4.12e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1969.19it/s, iter=1.75e+03, step_size=0.893, tol=4.11e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1968.39it/s, iter=1.75e+03, step_size=0.893, tol=4.11e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1968.15it/s, iter=1.75e+03, step_size=0.893, tol=4.09e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1967.45it/s, iter=1.75e+03, step_size=0.893, tol=4.09e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1967.21it/s, iter=1.75e+03, step_size=0.893, tol=4.07e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1966.52it/s, iter=1.75e+03, step_size=0.893, tol=4.07e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1966.28it/s, iter=1.75e+03, step_size=0.893, tol=4.05e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1965.59it/s, iter=1.75e+03, step_size=0.893, tol=4.05e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1965.35it/s, iter=1.75e+03, step_size=0.893, tol=4.04e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1964.65it/s, iter=1.75e+03, step_size=0.893, tol=4.04e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1964.41it/s, iter=1.76e+03, step_size=0.893, tol=4.02e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1963.71it/s, iter=1.76e+03, step_size=0.893, tol=4.02e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1963.47it/s, iter=1.76e+03, step_size=0.893, tol=4e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1962.77it/s, iter=1.76e+03, step_size=0.893, tol=4e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1962.53it/s, iter=1.76e+03, step_size=0.893, tol=3.99e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1961.83it/s, iter=1.76e+03, step_size=0.893, tol=3.99e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1961.59it/s, iter=1.76e+03, step_size=0.893, tol=3.97e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1960.89it/s, iter=1.76e+03, step_size=0.893, tol=3.97e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1960.65it/s, iter=1.76e+03, step_size=0.893, tol=3.95e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1959.95it/s, iter=1.76e+03, step_size=0.893, tol=3.95e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1959.71it/s, iter=1.76e+03, step_size=0.893, tol=3.94e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1959.00it/s, iter=1.76e+03, step_size=0.893, tol=3.94e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1958.76it/s, iter=1.76e+03, step_size=0.893, tol=3.92e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1958.06it/s, iter=1.76e+03, step_size=0.893, tol=3.92e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1957.82it/s, iter=1.76e+03, step_size=0.893, tol=3.9e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1957.13it/s, iter=1.76e+03, step_size=0.893, tol=3.9e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1956.89it/s, iter=1.76e+03, step_size=0.893, tol=3.89e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1956.19it/s, iter=1.76e+03, step_size=0.893, tol=3.89e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1955.95it/s, iter=1.76e+03, step_size=0.893, tol=3.87e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1955.25it/s, iter=1.76e+03, step_size=0.893, tol=3.87e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1955.01it/s, iter=1.76e+03, step_size=0.893, tol=3.85e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1954.32it/s, iter=1.76e+03, step_size=0.893, tol=3.85e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1954.08it/s, iter=1.77e+03, step_size=0.893, tol=3.84e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1953.40it/s, iter=1.77e+03, step_size=0.893, tol=3.84e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1953.16it/s, iter=1.77e+03, step_size=0.893, tol=3.82e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1952.47it/s, iter=1.77e+03, step_size=0.893, tol=3.82e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1952.24it/s, iter=1.77e+03, step_size=0.893, tol=3.81e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1951.56it/s, iter=1.77e+03, step_size=0.893, tol=3.81e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1951.32it/s, iter=1.77e+03, step_size=0.893, tol=3.79e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1950.64it/s, iter=1.77e+03, step_size=0.893, tol=3.79e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1950.40it/s, iter=1.77e+03, step_size=0.893, tol=3.77e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1949.72it/s, iter=1.77e+03, step_size=0.893, tol=3.77e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1949.48it/s, iter=1.77e+03, step_size=0.893, tol=3.76e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1948.78it/s, iter=1.77e+03, step_size=0.893, tol=3.76e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1948.54it/s, iter=1.77e+03, step_size=0.893, tol=3.74e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1947.86it/s, iter=1.77e+03, step_size=0.893, tol=3.74e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1947.63it/s, iter=1.77e+03, step_size=0.893, tol=3.73e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1946.94it/s, iter=1.77e+03, step_size=0.893, tol=3.73e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1946.71it/s, iter=1.77e+03, step_size=0.893, tol=3.71e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1946.02it/s, iter=1.77e+03, step_size=0.893, tol=3.71e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1945.73it/s, iter=1.78e+03, step_size=0.893, tol=3.7e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1944.98it/s, iter=1.78e+03, step_size=0.893, tol=3.7e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1944.74it/s, iter=1.78e+03, step_size=0.893, tol=3.68e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1943.91it/s, iter=1.78e+03, step_size=0.893, tol=3.68e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1943.64it/s, iter=1.78e+03, step_size=0.893, tol=3.67e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1942.95it/s, iter=1.78e+03, step_size=0.893, tol=3.67e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1942.72it/s, iter=1.78e+03, step_size=0.893, tol=3.65e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1942.03it/s, iter=1.78e+03, step_size=0.893, tol=3.65e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1941.80it/s, iter=1.78e+03, step_size=0.893, tol=3.63e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1941.12it/s, iter=1.78e+03, step_size=0.893, tol=3.63e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1940.88it/s, iter=1.78e+03, step_size=0.893, tol=3.62e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1940.21it/s, iter=1.78e+03, step_size=0.893, tol=3.62e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1939.98it/s, iter=1.78e+03, step_size=0.893, tol=3.6e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1939.29it/s, iter=1.78e+03, step_size=0.893, tol=3.6e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1939.05it/s, iter=1.78e+03, step_size=0.893, tol=3.59e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1938.38it/s, iter=1.78e+03, step_size=0.893, tol=3.59e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1938.15it/s, iter=1.78e+03, step_size=0.893, tol=3.57e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1937.47it/s, iter=1.78e+03, step_size=0.893, tol=3.57e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1937.24it/s, iter=1.78e+03, step_size=0.893, tol=3.56e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1936.56it/s, iter=1.78e+03, step_size=0.893, tol=3.56e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1936.33it/s, iter=1.78e+03, step_size=0.893, tol=3.54e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1935.65it/s, iter=1.78e+03, step_size=0.893, tol=3.54e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1935.42it/s, iter=1.79e+03, step_size=0.893, tol=3.53e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1934.75it/s, iter=1.79e+03, step_size=0.893, tol=3.53e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1934.52it/s, iter=1.79e+03, step_size=0.893, tol=3.51e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1933.85it/s, iter=1.79e+03, step_size=0.893, tol=3.51e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1933.60it/s, iter=1.79e+03, step_size=0.893, tol=3.5e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1932.93it/s, iter=1.79e+03, step_size=0.893, tol=3.5e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1932.70it/s, iter=1.79e+03, step_size=0.893, tol=3.49e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1932.02it/s, iter=1.79e+03, step_size=0.893, tol=3.49e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1931.79it/s, iter=1.79e+03, step_size=0.893, tol=3.47e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1931.12it/s, iter=1.79e+03, step_size=0.893, tol=3.47e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1930.89it/s, iter=1.79e+03, step_size=0.893, tol=3.46e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1930.22it/s, iter=1.79e+03, step_size=0.893, tol=3.46e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1929.99it/s, iter=1.79e+03, step_size=0.893, tol=3.44e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1929.31it/s, iter=1.79e+03, step_size=0.893, tol=3.44e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1929.08it/s, iter=1.79e+03, step_size=0.893, tol=3.43e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1928.40it/s, iter=1.79e+03, step_size=0.893, tol=3.43e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1928.17it/s, iter=1.79e+03, step_size=0.893, tol=3.41e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1927.50it/s, iter=1.79e+03, step_size=0.893, tol=3.41e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1927.27it/s, iter=1.8e+03, step_size=0.893, tol=3.4e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1926.61it/s, iter=1.8e+03, step_size=0.893, tol=3.4e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1926.38it/s, iter=1.8e+03, step_size=0.893, tol=3.38e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1925.71it/s, iter=1.8e+03, step_size=0.893, tol=3.38e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1925.48it/s, iter=1.8e+03, step_size=0.893, tol=3.37e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1924.81it/s, iter=1.8e+03, step_size=0.893, tol=3.37e-06]
PGD:  31%|###       | 1543/5000 [00:00<00:01, 1924.58it/s, iter=1.8e+03, step_size=0.893, tol=3.36e-06]
PGD:  36%|###5      | 1799/5000 [00:00<00:01, 2243.70it/s, iter=1.8e+03, step_size=0.893, tol=3.36e-06]
PGD:  36%|###5      | 1799/5000 [00:00<00:01, 2242.93it/s, iter=1.8e+03, step_size=0.893, tol=3.36e-06]
PGD:  36%|###5      | 1799/5000 [00:00<00:01, 2242.66it/s, iter=1.8e+03, step_size=0.893, tol=3.34e-06]
PGD:  36%|###5      | 1799/5000 [00:00<00:01, 2241.88it/s, iter=1.8e+03, step_size=0.893, tol=3.34e-06]
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PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2013.55it/s, iter=3.26e+03, step_size=0.893, tol=7.5e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2013.18it/s, iter=3.26e+03, step_size=0.893, tol=7.5e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2013.05it/s, iter=3.26e+03, step_size=0.893, tol=7.47e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2012.68it/s, iter=3.26e+03, step_size=0.893, tol=7.47e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2012.55it/s, iter=3.26e+03, step_size=0.893, tol=7.43e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2012.18it/s, iter=3.26e+03, step_size=0.893, tol=7.43e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2012.05it/s, iter=3.26e+03, step_size=0.893, tol=7.4e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2011.68it/s, iter=3.26e+03, step_size=0.893, tol=7.4e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2011.56it/s, iter=3.26e+03, step_size=0.893, tol=7.37e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2011.19it/s, iter=3.26e+03, step_size=0.893, tol=7.37e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2011.06it/s, iter=3.26e+03, step_size=0.893, tol=7.34e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2010.61it/s, iter=3.26e+03, step_size=0.893, tol=7.34e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2010.48it/s, iter=3.26e+03, step_size=0.893, tol=7.31e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2010.12it/s, iter=3.26e+03, step_size=0.893, tol=7.31e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2009.99it/s, iter=3.26e+03, step_size=0.893, tol=7.28e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2009.62it/s, iter=3.26e+03, step_size=0.893, tol=7.28e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2009.49it/s, iter=3.27e+03, step_size=0.893, tol=7.25e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2009.13it/s, iter=3.27e+03, step_size=0.893, tol=7.25e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2009.00it/s, iter=3.27e+03, step_size=0.893, tol=7.22e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2008.63it/s, iter=3.27e+03, step_size=0.893, tol=7.22e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2008.50it/s, iter=3.27e+03, step_size=0.893, tol=7.19e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2008.13it/s, iter=3.27e+03, step_size=0.893, tol=7.19e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2008.00it/s, iter=3.27e+03, step_size=0.893, tol=7.16e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2007.64it/s, iter=3.27e+03, step_size=0.893, tol=7.16e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2007.51it/s, iter=3.27e+03, step_size=0.893, tol=7.13e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2007.14it/s, iter=3.27e+03, step_size=0.893, tol=7.13e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2007.01it/s, iter=3.27e+03, step_size=0.893, tol=7.1e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2006.65it/s, iter=3.27e+03, step_size=0.893, tol=7.1e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2006.52it/s, iter=3.27e+03, step_size=0.893, tol=7.07e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2006.15it/s, iter=3.27e+03, step_size=0.893, tol=7.07e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2006.02it/s, iter=3.27e+03, step_size=0.893, tol=7.04e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2005.66it/s, iter=3.27e+03, step_size=0.893, tol=7.04e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2005.44it/s, iter=3.27e+03, step_size=0.893, tol=7.01e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2005.06it/s, iter=3.27e+03, step_size=0.893, tol=7.01e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2004.94it/s, iter=3.28e+03, step_size=0.893, tol=6.98e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2004.53it/s, iter=3.28e+03, step_size=0.893, tol=6.98e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2004.41it/s, iter=3.28e+03, step_size=0.893, tol=6.95e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2004.04it/s, iter=3.28e+03, step_size=0.893, tol=6.95e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2003.91it/s, iter=3.28e+03, step_size=0.893, tol=6.93e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2003.55it/s, iter=3.28e+03, step_size=0.893, tol=6.93e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2003.42it/s, iter=3.28e+03, step_size=0.893, tol=6.9e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2003.06it/s, iter=3.28e+03, step_size=0.893, tol=6.9e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2002.93it/s, iter=3.28e+03, step_size=0.893, tol=6.87e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2002.56it/s, iter=3.28e+03, step_size=0.893, tol=6.87e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2002.44it/s, iter=3.28e+03, step_size=0.893, tol=6.84e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2002.07it/s, iter=3.28e+03, step_size=0.893, tol=6.84e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2001.95it/s, iter=3.28e+03, step_size=0.893, tol=6.81e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2001.58it/s, iter=3.28e+03, step_size=0.893, tol=6.81e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2001.45it/s, iter=3.28e+03, step_size=0.893, tol=6.78e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2001.09it/s, iter=3.28e+03, step_size=0.893, tol=6.78e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2000.96it/s, iter=3.28e+03, step_size=0.893, tol=6.75e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2000.60it/s, iter=3.28e+03, step_size=0.893, tol=6.75e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2000.44it/s, iter=3.28e+03, step_size=0.893, tol=6.73e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 2000.03it/s, iter=3.28e+03, step_size=0.893, tol=6.73e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1999.91it/s, iter=3.28e+03, step_size=0.893, tol=6.7e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1999.51it/s, iter=3.28e+03, step_size=0.893, tol=6.7e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1999.38it/s, iter=3.29e+03, step_size=0.893, tol=6.67e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1999.01it/s, iter=3.29e+03, step_size=0.893, tol=6.67e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1998.88it/s, iter=3.29e+03, step_size=0.893, tol=6.64e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1998.51it/s, iter=3.29e+03, step_size=0.893, tol=6.64e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1998.38it/s, iter=3.29e+03, step_size=0.893, tol=6.61e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1998.02it/s, iter=3.29e+03, step_size=0.893, tol=6.61e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1997.89it/s, iter=3.29e+03, step_size=0.893, tol=6.59e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1997.52it/s, iter=3.29e+03, step_size=0.893, tol=6.59e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1997.40it/s, iter=3.29e+03, step_size=0.893, tol=6.56e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1997.03it/s, iter=3.29e+03, step_size=0.893, tol=6.56e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1996.91it/s, iter=3.29e+03, step_size=0.893, tol=6.53e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1996.54it/s, iter=3.29e+03, step_size=0.893, tol=6.53e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1996.42it/s, iter=3.29e+03, step_size=0.893, tol=6.51e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1996.05it/s, iter=3.29e+03, step_size=0.893, tol=6.51e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1995.92it/s, iter=3.29e+03, step_size=0.893, tol=6.48e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1995.52it/s, iter=3.29e+03, step_size=0.893, tol=6.48e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1995.39it/s, iter=3.29e+03, step_size=0.893, tol=6.45e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1994.93it/s, iter=3.29e+03, step_size=0.893, tol=6.45e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1994.80it/s, iter=3.3e+03, step_size=0.893, tol=6.42e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1994.44it/s, iter=3.3e+03, step_size=0.893, tol=6.42e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1994.31it/s, iter=3.3e+03, step_size=0.893, tol=6.4e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1993.95it/s, iter=3.3e+03, step_size=0.893, tol=6.4e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1993.82it/s, iter=3.3e+03, step_size=0.893, tol=6.37e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1993.46it/s, iter=3.3e+03, step_size=0.893, tol=6.37e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1993.34it/s, iter=3.3e+03, step_size=0.893, tol=6.34e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1992.97it/s, iter=3.3e+03, step_size=0.893, tol=6.34e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1992.85it/s, iter=3.3e+03, step_size=0.893, tol=6.32e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1992.48it/s, iter=3.3e+03, step_size=0.893, tol=6.32e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1992.36it/s, iter=3.3e+03, step_size=0.893, tol=6.29e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1992.00it/s, iter=3.3e+03, step_size=0.893, tol=6.29e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1991.87it/s, iter=3.3e+03, step_size=0.893, tol=6.27e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1991.51it/s, iter=3.3e+03, step_size=0.893, tol=6.27e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1991.39it/s, iter=3.3e+03, step_size=0.893, tol=6.24e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1991.02it/s, iter=3.3e+03, step_size=0.893, tol=6.24e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1990.90it/s, iter=3.3e+03, step_size=0.893, tol=6.21e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1990.53it/s, iter=3.3e+03, step_size=0.893, tol=6.21e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1990.41it/s, iter=3.3e+03, step_size=0.893, tol=6.19e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1990.03it/s, iter=3.3e+03, step_size=0.893, tol=6.19e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1989.91it/s, iter=3.30e+03, step_size=0.893, tol=6.16e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1989.54it/s, iter=3.30e+03, step_size=0.893, tol=6.16e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1989.40it/s, iter=3.31e+03, step_size=0.893, tol=6.14e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1989.01it/s, iter=3.31e+03, step_size=0.893, tol=6.14e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1988.89it/s, iter=3.31e+03, step_size=0.893, tol=6.11e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1988.52it/s, iter=3.31e+03, step_size=0.893, tol=6.11e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1988.40it/s, iter=3.31e+03, step_size=0.893, tol=6.09e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1988.02it/s, iter=3.31e+03, step_size=0.893, tol=6.09e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1987.90it/s, iter=3.31e+03, step_size=0.893, tol=6.06e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1987.49it/s, iter=3.31e+03, step_size=0.893, tol=6.06e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1987.36it/s, iter=3.31e+03, step_size=0.893, tol=6.03e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1987.00it/s, iter=3.31e+03, step_size=0.893, tol=6.03e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1986.87it/s, iter=3.31e+03, step_size=0.893, tol=6.01e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1986.48it/s, iter=3.31e+03, step_size=0.893, tol=6.01e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1986.34it/s, iter=3.31e+03, step_size=0.893, tol=5.98e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1985.98it/s, iter=3.31e+03, step_size=0.893, tol=5.98e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1985.86it/s, iter=3.31e+03, step_size=0.893, tol=5.96e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1985.50it/s, iter=3.31e+03, step_size=0.893, tol=5.96e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1985.37it/s, iter=3.31e+03, step_size=0.893, tol=5.93e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1984.97it/s, iter=3.31e+03, step_size=0.893, tol=5.93e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1984.84it/s, iter=3.32e+03, step_size=0.893, tol=5.91e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1984.48it/s, iter=3.32e+03, step_size=0.893, tol=5.91e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1984.36it/s, iter=3.32e+03, step_size=0.893, tol=5.89e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1984.00it/s, iter=3.32e+03, step_size=0.893, tol=5.89e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1983.87it/s, iter=3.32e+03, step_size=0.893, tol=5.86e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1983.51it/s, iter=3.32e+03, step_size=0.893, tol=5.86e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1983.39it/s, iter=3.32e+03, step_size=0.893, tol=5.84e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1983.03it/s, iter=3.32e+03, step_size=0.893, tol=5.84e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1982.91it/s, iter=3.32e+03, step_size=0.893, tol=5.81e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1982.55it/s, iter=3.32e+03, step_size=0.893, tol=5.81e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1982.42it/s, iter=3.32e+03, step_size=0.893, tol=5.79e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1982.06it/s, iter=3.32e+03, step_size=0.893, tol=5.79e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1981.94it/s, iter=3.32e+03, step_size=0.893, tol=5.76e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1981.58it/s, iter=3.32e+03, step_size=0.893, tol=5.76e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1981.45it/s, iter=3.32e+03, step_size=0.893, tol=5.74e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1981.09it/s, iter=3.32e+03, step_size=0.893, tol=5.74e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1980.95it/s, iter=3.32e+03, step_size=0.893, tol=5.72e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1980.57it/s, iter=3.32e+03, step_size=0.893, tol=5.72e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1980.45it/s, iter=3.32e+03, step_size=0.893, tol=5.69e-09]
PGD:  62%|######2   | 3112/5000 [00:01<00:00, 1980.06it/s, iter=3.32e+03, step_size=0.893, tol=5.69e-09]
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PGD:  82%|########2 | 4102/5000 [00:01<00:00, 2167.26it/s, iter=4.1e+03, step_size=0.893, tol=2.23e-10]
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PGD:  96%|#########5| 4788/5000 [00:02<00:00, 2080.76it/s, iter=5e+03, step_size=0.893, tol=5.31e-12]
PGD: 100%|##########| 5000/5000 [00:02<00:00, 2172.64it/s, iter=5e+03, step_size=0.893, tol=5.31e-12]
beta = 0.1

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PGD:  10%|#         | 518/5000 [00:00<00:02, 1846.29it/s, iter=714, step_size=0.893, tol=1.16e-14]
PGD:  10%|#         | 518/5000 [00:00<00:02, 1844.34it/s, iter=714, step_size=0.893, tol=1.16e-14]
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PGD:  10%|#         | 518/5000 [00:00<00:02, 1839.01it/s, iter=717, step_size=0.893, tol=1.04e-14]
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PGD:  10%|#         | 518/5000 [00:00<00:02, 1836.66it/s, iter=718, step_size=0.893, tol=9.98e-15]

Achieved relative tolerance at iteration 718

PGD:  10%|#         | 518/5000 [00:00<00:02, 1835.38it/s, iter=718, step_size=0.893, tol=9.98e-15]

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PGD:  10%|9         | 478/5000 [00:00<00:02, 1710.39it/s, iter=670, step_size=0.893, tol=6.42e-14]
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PGD:  10%|9         | 478/5000 [00:00<00:02, 1705.72it/s, iter=672, step_size=0.893, tol=5.93e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1705.12it/s, iter=673, step_size=0.893, tol=5.71e-14]
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PGD:  10%|9         | 478/5000 [00:00<00:02, 1702.91it/s, iter=674, step_size=0.893, tol=5.49e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1701.09it/s, iter=674, step_size=0.893, tol=5.49e-14]
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PGD:  10%|9         | 478/5000 [00:00<00:02, 1696.34it/s, iter=676, step_size=0.893, tol=5.07e-14]
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PGD:  10%|9         | 478/5000 [00:00<00:02, 1694.13it/s, iter=677, step_size=0.893, tol=4.89e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1692.52it/s, iter=677, step_size=0.893, tol=4.89e-14]
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PGD:  10%|9         | 478/5000 [00:00<00:02, 1690.26it/s, iter=678, step_size=0.893, tol=4.71e-14]
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PGD:  10%|9         | 478/5000 [00:00<00:02, 1687.85it/s, iter=679, step_size=0.893, tol=4.53e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1687.27it/s, iter=680, step_size=0.893, tol=4.34e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1685.68it/s, iter=680, step_size=0.893, tol=4.34e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1685.09it/s, iter=681, step_size=0.893, tol=4.19e-14]
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PGD:  10%|9         | 478/5000 [00:00<00:02, 1678.38it/s, iter=684, step_size=0.893, tol=3.73e-14]
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PGD:  10%|9         | 478/5000 [00:00<00:02, 1665.30it/s, iter=690, step_size=0.893, tol=2.95e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1663.73it/s, iter=690, step_size=0.893, tol=2.95e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1663.16it/s, iter=691, step_size=0.893, tol=2.84e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1661.59it/s, iter=691, step_size=0.893, tol=2.84e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1661.02it/s, iter=692, step_size=0.893, tol=2.74e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1659.46it/s, iter=692, step_size=0.893, tol=2.74e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1658.90it/s, iter=693, step_size=0.893, tol=2.63e-14]
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PGD:  10%|9         | 478/5000 [00:00<00:02, 1656.78it/s, iter=694, step_size=0.893, tol=2.52e-14]
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PGD:  10%|9         | 478/5000 [00:00<00:02, 1654.66it/s, iter=695, step_size=0.893, tol=2.43e-14]
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PGD:  10%|9         | 478/5000 [00:00<00:02, 1646.27it/s, iter=699, step_size=0.893, tol=2.09e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1644.74it/s, iter=699, step_size=0.893, tol=2.09e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1644.18it/s, iter=700, step_size=0.893, tol=2e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1642.60it/s, iter=700, step_size=0.893, tol=2e-14]
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PGD:  10%|9         | 478/5000 [00:00<00:02, 1639.96it/s, iter=702, step_size=0.893, tol=1.86e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1638.44it/s, iter=702, step_size=0.893, tol=1.86e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1637.88it/s, iter=703, step_size=0.893, tol=1.79e-14]
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PGD:  10%|9         | 478/5000 [00:00<00:02, 1635.82it/s, iter=704, step_size=0.893, tol=1.71e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1634.31it/s, iter=704, step_size=0.893, tol=1.71e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1633.76it/s, iter=705, step_size=0.893, tol=1.65e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1632.27it/s, iter=705, step_size=0.893, tol=1.65e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1631.72it/s, iter=706, step_size=0.893, tol=1.59e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1629.05it/s, iter=706, step_size=0.893, tol=1.59e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1627.97it/s, iter=707, step_size=0.893, tol=1.53e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1626.47it/s, iter=707, step_size=0.893, tol=1.53e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1625.92it/s, iter=708, step_size=0.893, tol=1.47e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1624.43it/s, iter=708, step_size=0.893, tol=1.47e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1623.88it/s, iter=709, step_size=0.893, tol=1.42e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1622.24it/s, iter=709, step_size=0.893, tol=1.42e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1621.70it/s, iter=710, step_size=0.893, tol=1.36e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1619.86it/s, iter=710, step_size=0.893, tol=1.36e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1619.32it/s, iter=711, step_size=0.893, tol=1.31e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1617.68it/s, iter=711, step_size=0.893, tol=1.31e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1617.05it/s, iter=712, step_size=0.893, tol=1.26e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1615.51it/s, iter=712, step_size=0.893, tol=1.26e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1614.97it/s, iter=713, step_size=0.893, tol=1.21e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1613.50it/s, iter=713, step_size=0.893, tol=1.21e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1612.97it/s, iter=714, step_size=0.893, tol=1.16e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1611.51it/s, iter=714, step_size=0.893, tol=1.16e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1610.98it/s, iter=715, step_size=0.893, tol=1.12e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1609.52it/s, iter=715, step_size=0.893, tol=1.12e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1608.98it/s, iter=716, step_size=0.893, tol=1.08e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1607.53it/s, iter=716, step_size=0.893, tol=1.08e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1607.00it/s, iter=717, step_size=0.893, tol=1.04e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1605.42it/s, iter=717, step_size=0.893, tol=1.04e-14]
PGD:  10%|9         | 478/5000 [00:00<00:02, 1604.67it/s, iter=718, step_size=0.893, tol=9.98e-15]

Achieved relative tolerance at iteration 718

PGD:  10%|9         | 478/5000 [00:00<00:02, 1602.90it/s, iter=718, step_size=0.893, tol=9.98e-15]
beta = 0.2

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PGD:  11%|#1        | 566/5000 [00:00<00:01, 2375.75it/s, iter=661, step_size=0.893, tol=9.59e-15]

Achieved relative tolerance at iteration 661

PGD:  11%|#1        | 566/5000 [00:00<00:01, 2372.45it/s, iter=661, step_size=0.893, tol=9.59e-15]

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Achieved relative tolerance at iteration 661

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/home/fabian/anaconda3/lib/python3.6/site-packages/matplotlib/figure.py:445: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure.
  % get_backend())

import copt as cp
import numpy as np
import pylab as plt
from scipy import sparse

np.random.seed(0)

# .. generate some data ..
n_samples, n_features = 100, 100
groups = [np.arange(10 * i, 10 * i + 10) for i in range(10)]

# .. construct a ground truth vector in which ..
# .. group 4 and 5 are nonzero ..
ground_truth = np.zeros(n_features)
ground_truth[groups[4]] = 1
ground_truth[groups[5]] = 0.5

max_iter = 5000
print('#features', n_features)

A = sparse.rand(n_samples, n_features, density=0.2)
sigma = 1.
b = A.dot(ground_truth) + sigma * np.random.randn(n_samples)

np.random.seed(0)
n_samples = n_features

# .. compute the step-size ..
f = cp.utils.SquareLoss(A, b)
step_size = 1. / f.lipschitz

# .. run the solver for different values ..
# .. of the regularization parameter beta ..
all_betas = [0, 1e-2, 1e-1, 0.2]
all_trace_ls, all_trace_nols = [], []
out_img = []
for i, beta in enumerate(all_betas):
  print('beta = %s' % beta)
  G1 = cp.utils.GroupL1(beta, groups)

  def loss(x):
    return f(x) + G1(x)

  cb_tosls = cp.utils.Trace()
  x0 = np.zeros(n_features)
  pgd_ls = cp.minimize_proximal_gradient(
      f.f_grad, x0, G1.prox, step_size=step_size,
      max_iter=max_iter, tol=1e-14, verbose=1,
      callback=cb_tosls)
  trace_ls = np.array([loss(x) for x in cb_tosls.trace_x])
  all_trace_ls.append(trace_ls)

  cb_tos = cp.utils.Trace()
  x0 = np.zeros(n_features)
  pgd = cp.minimize_proximal_gradient(
      f.f_grad, x0, G1.prox,
      step_size=step_size,
      max_iter=max_iter, tol=1e-14, verbose=1,
      callback=cb_tos)
  trace_nols = np.array([loss(x) for x in cb_tos.trace_x])
  all_trace_nols.append(trace_nols)
  out_img.append(pgd.x)


# .. plot the results ..
fig, ax = plt.subplots(2, 4, sharey=False)
xlim = [0.02, 0.02, 0.1]
markevery = [1000, 1000, 100, 100]
for i, beta in enumerate(all_betas):
  ax[0, i].set_title(r'$\lambda=%s$' % beta)
  ax[0, i].set_title(r'$\lambda=%s$' % beta)
  ax[0, i].plot(out_img[i])
  ax[0, i].plot(ground_truth)
  ax[0, i].set_ylim((-0.5, 1.5))
  ax[0, i].set_xticks(())
  ax[0, i].set_yticks(())

  fmin = min(np.min(all_trace_ls[i]), np.min(all_trace_nols[i]))
  scale = all_trace_ls[i][0] - fmin
  plot_tos, = ax[1, i].plot(
      (all_trace_ls[i] - fmin) / scale,
      lw=4, marker='o', markevery=100,
      markersize=10)

  plot_nols, = ax[1, i].plot(
      (all_trace_nols[i] - fmin) / scale,
      lw=4, marker='h', markevery=markevery[i],
      markersize=10)

  ax[1, i].set_xlabel('Iterations')
  ax[1, i].set_yscale('log')
  ax[1, i].set_ylim((1e-14, None))
  ax[1, i].grid(True)


plt.gcf().subplots_adjust(bottom=0.15)
plt.figlegend(
    (plot_tos, plot_nols),
    ('PGD with line search', 'PGD without line search'), ncol=5,
    scatterpoints=1,
    loc=(-0.00, -0.0), frameon=False,
    bbox_to_anchor=[0.05, 0.01])

ax[1, 0].set_ylabel('Objective minus optimum')
plt.show()

Total running time of the script: ( 0 minutes 11.572 seconds)

Estimated memory usage: 9 MB

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